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. Author manuscript; available in PMC: 2015 Jan 21.
Published in final edited form as: J Appl Econ (Chichester Engl). 2014 June/July;29(4):671–691. doi: 10.1002/jae.2343

Table I.

First-stage results from logistic regression on surgery indicator

Covariate Logit coefficient (SE) [z-statistic]
IV
ivrate_activesurv −1.496 (0.5) [−3.02]++
DEMOGRAPHICS
Age (centered at 74) −0.176 (0.01) [−30.95]++
Age^2 0.0124 (0) [17.89]++
T1-stage (Ref: T2) 1.05 (0.05) [22.11]++
Grade – Well (Ref: Undetermined) 1.402 (0.14) [9.67]++
Grade – Moderate 1.424 (0.13) [11.04]++
Grade – Poor 2.261 (0.14) [16.14]++
White (Ref: Other) −0.425 (0.15) [−2.76]++
Black −0.347 (0.19) [−1.82]+
Hispanic −0.089 (0.23) [−0.39]
Metropolitan area of residence −0.052 (0.09) [−0.58]
ILLNESS SEVERITY
1 hospitalization last year (Ref: No hosp) 0.283 (0.09) [3.02]++
2 hospitalizations last year 0.288 (0.15) [1.87]+
>2 hospitalizations last year 0.545 (0.21) [2.6]++
Congestive heart failure 0.338 (0.21) [1.59]
Valvular disease −0.113 (0.23) [−0.48]
Peripheral vascular disease 0.02 (0.21) [0.1]
Paralysis 0.638 (0.34) [1.89]+
Other neurological disorders −0.22 (0.23) [−0.97]
Chronic lung disease 0.13 (0.14) [0.9]
Diabetes 0.05 (0.16) [0.32]
Diabetes with chronic complications 0.226 (0.36) [0.63]
Hypothyroidism 0.232 (0.26) [0.88]
Obesity −0.03 (0.36) [−0.08]
Fluid and electrolyte disorders 0.136 (0.15) [0.88]
Deficiency anemias 0.258 (0.2) [1.28]
Alcohol abuse 0.116 (0.35) [0.34]
Depression 0.167 (0.31) [0.54]
Hypertension with complications −0.053 (0.11) [−0.48]
ZIPCODE-LEVEL 2000 CENSUS XTICS YES
YEAR FIXED EFFECTS YES
STATE FIXED EFFECTS YES
HRR-SPECIFIC XTICS YES
+

p-val. < 0.10;

++

p-val. < 0.05.